Jitesh H. Panchal

A Probabilistic Modeling Framework to Support Early Stage Design Decisions: Comparing Traditional and Non-Traditional Solving Approaches
20260 citationsauthor #3
A Probabilistic Modeling Framework to Account for Novel Design Solutions From Non-Traditional Solvers
20250 citationsauthor #3
Developing Heuristics for Resource Allocation and Utilization in Systems Design: A Hierarchical Reinforcement Learning Approach
20250 citationsauthor #3
Extracting Design Process Heuristics: A Systematic Computational Approach
20250 citationsauthor #3
A Multi-Player Educational Game for Teaching Solver-Aware Systems Architecting (SASA) Heuristics
20250 citationsauthor #3
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model
20250 citationsauthor #3
Hybrid SIS Dynamics for Demand Modeling of Frequently Updated Products
20250 citationsauthor #2
Enhancing design concept diversity: multi-persona prompting strategies for large language models
20250 citationsauthor #3
A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving
20254 citationsauthor #6
On-Board Vision-Language Models (VLMs) for Personalized Motion Control of Autonomous Vehicles
20250 citationsauthor #11
A Multi-Fidelity Approach to Testing and Evaluation of AI-Enabled Systems
20240 citationsauthor #5
A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies
20240 citationsauthor #3
Developing Heuristics for Resource Allocation and Utilization in Systems Design: A Hierarchical Reinforcement Learning Approach
20241 citationsauthor #3
Modeling Demand Spikes in Continuously Evolving Products Using Dynamic Customer Preferences
20240 citationsauthor #3
On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation
202419 citationsauthor #11
Towards Multi-Fidelity Test and Evaluation of Artificial Intelligence and Machine Learning-Based Systems
20242 citationsauthor #5
Valuing Outliers: a Modeling Framework to Consider Non-Traditional Solutions From Non-Traditional Solvers
20240 citationsauthor #3
Information Embedding in Additively Manufactured Parts Through Printing Speed Control
20240 citationsauthor #2
LLM4AD: Large Language Models for Autonomous Driving -- Concept, Review, Benchmark, Experiments, and Future Trends
20242 citationsauthor #12
Heuristics for Solver-Aware Systems Architecting (SASA): A Reinforcement Learning Approach
20241 citationsauthor #4
Large Language Models for Autonomous Driving (LLM4AD): Concept, Benchmark, Simulation, and Real-Vehicle Experiment
20246 citationsauthor #9
Design of Next Generation Automotive Systems: Challenges and Research Opportunities
20239 citationsauthor #1
Modeling the Dynamics of Customer Demand to Determine the Optimal Time to Release Product Updates: A Cognitive Approach
20230 citationsauthor #3
Process Control-Based Embedding and Computer Vision-Based Retrieval of 2D Codes in Fused Deposition Modeling
20230 citationsauthor #2
Heuristics for Solver-Aware Systems Architecting (SASA): A Reinforcement Learning Approach
20230 citationsauthor #4
A Decision Support Framework for Additive Manufacturing of Space Satellite Systems
20232 citationsauthor #4
Challenges and Opportunities in Computing Research to Enable Next Generation Engineering Applications
20230 citationsauthor #8
Information Embedding for Secure Manufacturing: Challenges and Research Opportunities
20232 citationsauthor #4
An Approach to Recognize Human Activities based on ConvLSTM and LRCN
20235 citationsauthor #5
Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis
20234 citationsauthor #2
How does Past Performance of Competitors Influence Designers' Cognition, Behaviors, and Outcomes?
20221 citationsauthor #2
A Bayesian Hierarchical Model for Extracting Individuals' Theory-Based Causal Knowledge
20222 citationsauthor #4
Natural Language Processing for Content Analysis of Communication in Collaborative Design
20220 citationsauthor #4
Optimal Ordering Policies for Multi-Echelon Supply Networks
20220 citationsauthor #3
The role of the product design and manufacturing system dyad in efficient personalized production
20224 citationsauthor #3
Pairing Bayesian Methods and Systems Theory to Enable Test and Evaluation of Learning‐Based Systems
20221 citationsauthor #5
Special Issue: Integrated Design and Operation of Engineering Systems with Predictive Modeling
20220 citationsauthor #5
Value of Information
20220 citationsauthor #1
A system-of-systems (SoS) perspective on additive manufacturing decisions for space applications
20223 citationsauthor #4
Splitcode: Voronoi-Based Error Exaggeration for Authentication of Manufactured Parts
20221 citationsauthor #4
Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model
20214 citationsauthor #4
Mission Engineering and Design using Real-Time Strategy Games: An Explainable-AI Approach
202111 citationsauthor #5
Test and Evaluation Framework for Multi-Agent Systems of Autonomous Intelligent Agents
202112 citationsauthor #7
Evaluating Heuristics in Engineering Design: A Reinforcement Learning Approach
20210 citationsauthor #3
Quantifying Individuals' Theory-Based Knowledge Using Probabilistic Causal Graphs: A Bayesian Hierarchical Approach
20210 citationsauthor #4
A Decision-Centric Framework for Modeling Evolutionary Complex Systems
20210 citationsauthor #2
Design Engineering in the Age of Industry 4.0
202186 citationsauthor #3
Toward Automated Game Balance: A Systematic Engineering Design Approach
20217 citationsauthor #2
A Mixed-Method Analysis of Schedule and Cost Growth in Defense Acquisition Programs
20210 citationsauthor #4
Special Issue: Design Engineering in the Age of Industry 4.0
20214 citationsauthor #6
Surrogate-based sequential Bayesian experimental design using non-stationary Gaussian Processes
202123 citationsauthor #5
Designing for Technical Behavior
20210 citationsauthor #1
Understanding the Development, Evaluation, and Sustainability of Community Health Networks Using Social Network Analysis: A Scoping Review
20218 citationsauthor #3
Designing for Technical Behaviour
20210 citationsauthor #1
Information Embedding in Additive Manufacturing through Printing Speed Control
20217 citationsauthor #3
Strategic-form games
20200 citationsauthor #1
Modeling Airlines’ Route Selection Decisions Under Competition: A Discrete-Games-Based Model
20201 citationsauthor #3
Sequential Design Decision Making Under the Influence of Competition: A Protocol Analysis
20201 citationsauthor #2
Modeling the System Acquisition Using Deep Reinforcement Learning
20203 citationsauthor #3
Quantifying Individuals’ Theory-Based Knowledge Using Probabilistic Causal Graphs: A Bayesian Hierarchical Approach
20202 citationsauthor #4
Analysis and Design of Sociotechnical Systems
202015 citationsauthor #3
A Reusable and Executable Information Model of Experiments on Human Decision Making in Systems Engineering and Design
20202 citationsauthor #3
Descriptive Models of Sequential Decisions in Engineering Design: An Experimental Study
202015 citationsauthor #3
Human Inductive Biases in Design Decision Making
20200 citationsauthor #2
Designing Representative Model Worlds to Study Socio-Technical Phenomena: A Case Study of Communication Patterns in Engineering Systems Design
20202 citationsauthor #5
A call for consensus on the use of representative model worlds in systems engineering and design
202013 citationsauthor #3
Investigating the Challenges of Crowdsourcing for Engineering Design: An Interview Study With Organizations of Different Sizes
20201 citationsauthor #4
A Principal-Agent Model of Systems Engineering Processes with Application to Satellite Design
20191 citationsauthor #4
Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks
2019151 citationsauthor #4
Spacecraft Failure Analysis From the Perspective of Design Decision-Making
20197 citationsauthor #2
Toward a Theory of Systems Engineering Processes: A Principal–Agent Model of a One-Shot, Shallow Process
20199 citationsauthor #3
Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing
20190 citationsauthor #3
Learning Arbitrary Quantities of Interest from Expensive Black-Box Functions through Bayesian Sequential Optimal Design
20192 citationsauthor #4
Similarity in Engineering Design: A Knowledge-Based Approach
20196 citationsauthor #3
Report : Framework for Designing Evidence-Based Patient-Physician Matching Protocols
20191 citationsauthor #5
THE PURDUE UNIVERSITY GRADUATE SCHOOL STATEMENT OF THESIS APPROVAL
20190 citationsauthor #1
sFEA: A Secure Finite Element Analysis Technique
20191 citationsauthor #3
Special Issue: Machine Learning for Engineering Design
201934 citationsauthor #1
Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions
201924 citationsauthor #3
An Experimental Study of Human Decisions in Sequential Information Acquisition in Design: Impact of Cost and Task Complexity
20198 citationsauthor #2
Quantifying the Influence of Information Sharing About Competitor’s Performance on a Participant’s Sequential Design Behaviors in Design Contests
20192 citationsauthor #2
A Design Framework for Social Product Development
201911 citationsauthor #3
Special Issue: Highlights From ASME CIE 2018
20190 citationsauthor #2
Design for Crashworthiness of Categorical Multimaterial Structures Using Cluster Analysis and Bayesian Optimization
20199 citationsauthor #4
Students’ Decision-Making in a Product Design Process: An Observational Study
20191 citationsauthor #2
Security in Cyber-Enabled Design and Manufacturing: A Survey
201822 citationsauthor #4
Secure Codesign: Achieving Optimality Without Revealing
20186 citationsauthor #3
Strategic information revelation in collaborative design
20186 citationsauthor #5
DETC 2018-85801 DESIGNING MARKET THICKNESS AND OPTIMAL FREQUENCY OF MULTI-PERIOD STABLE MATCHING IN CLOUD-BASED DESIGN AND MANUFACTURING
20180 citationsauthor #3
Living on the Edge Dependably: New Challenges and Solution Directions
20180 citationsauthor #2
Disruption Management
201827 citationsauthor #5
Modeling Participation Behaviors in Design Crowdsourcing Using a Bipartite Network-Based Approach
20189 citationsauthor #3
Guest Editorial Network-based Modeling and Analysis in Design
20180 citationsauthor #4
Special Issue: Highlights From ASME Computers and Information in Engineering (CIE) 2017
20180 citationsauthor #1
sFEA: A Lightweight, Scalable, and Secure Finite Element Analysis Technique
20183 citationsauthor #3
Variation Management in Supply Networks
20180 citationsauthor #5
Students As Sequential Decision-Makers: Quantifying the Impact of Problem Knowledge and Process Deviation on the Achievement of Their Design Problem Objective
20184 citationsauthor #3
Data For Airlines Decision Model Under Competition
20180 citationsauthor #3
Designing Market Thickness and Optimal Frequency of Multi-Period Stable Matching in Cloud-Based Design and Manufacturing
20181 citationsauthor #3
How Do Designers Choose Among Multiple Noisy Information Sources in Engineering Design Optimization? An Experimental Study
20183 citationsauthor #3

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